We asked every big AI at once the same buyer questions, verbatim. Here’s what they actually said — the Top 10, and all 47 they named.
| # | Business | Named | Named by |
|---|---|---|---|
| 1 | GEN3 Electric & HVAC | 16× | Claude, Google AI, Perplexity |
| 2 | AirMaster Heating & Cooling Specialists | 4× | Claude, Google AI |
| 3 | Green Heating, Cooling & Electric | 3× | Google AI |
| 4 | Cool-Aid | 2× | Perplexity |
| 5 | Get 2 | 2× | Google AI |
| 6 | Guaranteed Plumbing & Heating | 2× | Perplexity |
| 7 | H & H Heating and Air Conditioning | 2× | Claude, Google AI |
| 8 | NextGen Heating & Air Conditioning | 2× | Google AI, Perplexity |
| 9 | Philadelphia HVAC | 2× | Perplexity |
| 10 | Sila Heating, Air Conditioning & Plumbing | 2× | Google AI |
| # | Business | Named | Named by |
|---|---|---|---|
| 1 | GEN3 Electric & HVAC | 16× | Claude, Google AI, Perplexity |
| 2 | AirMaster Heating & Cooling Specialists | 4× | Claude, Google AI |
| 3 | Green Heating, Cooling & Electric | 3× | Google AI |
| 4 | Cool-Aid | 2× | Perplexity |
| 5 | Get 2 | 2× | Google AI |
| 6 | Guaranteed Plumbing & Heating | 2× | Perplexity |
| 7 | H & H Heating and Air Conditioning | 2× | Claude, Google AI |
| 8 | NextGen Heating & Air Conditioning | 2× | Google AI, Perplexity |
| 9 | Philadelphia HVAC | 2× | Perplexity |
| 10 | Sila Heating, Air Conditioning & Plumbing | 2× | Google AI |
| 11 | W.F. Smith | 2× | Claude, Google AI |
| 12 | Why call them | 2× | Claude, Google AI |
| 13 | ACCA (Air Conditioning Contractors of America) | 1× | Claude |
| 14 | Added value for older homes | 1× | Claude |
| 15 | Air Masters HVAC | 1× | Perplexity |
| 16 | Ask About PECO Rebates | 1× | Google AI |
| 17 | Ask for recommendations locally | 1× | Claude |
| 18 | BBB (Better Business Bureau) | 1× | Claude |
| 19 | Bear Service | 1× | Perplexity |
| 20 | Boiler & Hydronic Experts | 1× | Google AI |
| 21 | Check licensing first | 1× | Claude |
| 22 | Check Licensure | 1× | Google AI |
| 23 | Comfy Heating & Cooling | 1× | Google AI |
| 24 | Customer Care | 1× | Google AI |
| 25 | Downtown Mechanical | 1× | Google AI |
| 26 | Dual Trade Capability | 1× | Google AI |
| 27 | Energy Efficiency Focus | 1× | Google AI |
| 28 | Experience with Philly Architecture | 1× | Google AI |
| 29 | Highly rated independent contractors on Thumbtack | 1× | Perplexity |
| 30 | Know Your System | 1× | Google AI |
| 31 | Large Network Resources | 1× | Google AI |
| 32 | Long History | 1× | Google AI |
| 33 | Massive, consistently high review volume | 1× | Claude |
| 34 | NATE-certified technician search | 1× | Claude |
| 35 | Oliver Heating & Cooling | 1× | Google AI |
| 36 | One caveat | 1× | Claude |
| 37 | PECO Smart Ideas | 1× | Google AI |
| 38 | Pennsylvania Home Improvement Contractor (HIC) | 1× | Google AI |
| 39 | Philly Rowhouse Experience | 1× | Google AI |
| 40 | Quick Turnaround | 1× | Google AI |
| 41 | Red flags to avoid | 1× | Claude |
| 42 | Reputation for quality installs | 1× | Claude |
| 43 | Specialized Expertise | 1× | Google AI |
| 44 | Top Recommended HVAC Contractors in Philadelphia | 1× | Google AI |
| 45 | Transparency | 1× | Google AI |
| 46 | Use trade association directories | 1× | Claude |
| 47 | Utility Rebates | 1× | Google AI |
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These scores are live — click any business to see how often AI named it over time; click again to close.